COVID Test, Twitter, 5/31/2020 1:28:28 PM, 228559


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COVID Test_2020-05-31_02-42-32.xlsx
COVID Test_2020-05-31_02-42-32.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 31, 2020
Short Description:
COVID Test via NodeXL https://bit.ly/2Xj6HlG
@pasteldotz
@bryanna711
@mandoline_blue
@els_hinderink
@keishabottoms
@jaketapper
@ap
@chloemcds
@richmccarter
@chaosmaster42

Top hashtags:
#covid19
#coronavirus
#citinewsroom
#covid
#intercedeghana
#covid_19
#covid__19

Description:
Description
The graph represents a network of 18,608 Twitter users whose recent tweets contained "COVID Test", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 31 May 2020 at 09:54 UTC.

The tweets in the network were tweeted over the 3-hour, 59-minute period from Sunday, 31 May 2020 at 05:42 UTC to Sunday, 31 May 2020 at 09:42 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 18608
Unique Edges : 20620
Edges With Duplicates : 299
Total Edges : 20919
Number of Edge Types : 5
Retweet : 16921
MentionsInRetweet : 1805
Mentions : 766
Replies to : 547
Tweet : 880
Self-Loops : 895
Reciprocated Vertex Pair Ratio : 0.00100477267018337
Reciprocated Edge Ratio : 0.00200752823086575
Connected Components : 1033
Single-Vertex Connected Components : 414
Maximum Vertices in a Connected Component : 14607
Maximum Edges in a Connected Component : 15914
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.925785
Graph Density : 5.7546945252762E-05
Modularity : 0.762935
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 18,608 Twitter users whose recent tweets contained "COVID Test", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 31 May 2020 at 09:54 UTC.

The tweets in the network were tweeted over the 3-hour, 59-minute period from Sunday, 31 May 2020 at 05:42 UTC to Sunday, 31 May 2020 at 09:42 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : COVID Test
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[73] https://citinewsroom.com/2020/05/35-ghanaian-deportees-from-kuwait-test-positive-for-covid-19/
[26] https://twitter.com/jpm25/status/1266830912999710725
[18] https://www.timesofisrael.com/covid-19-test-machines-bought-from-chinese-firm-dont-work-in-israel-report/?utm_source=dlvr.it&utm_medium=twitter
[13] http://www.nhs.uk/coronavirus
[13] https://www.dailymail.co.uk/news/article-8373149/Britain-abandoned-Covid-test-track-officials-handle-FIVE-cases-week.html
[12] https://www.tmz.com/2020/05/31/rick-ross-alleged-baby-mama-covid-19-test-child-visitation/
[9] https://www.theguardian.com/world/2020/may/30/england-risks-covid-19-surge-without-test-and-trace-safety-net-sage-boris-johnson?CMP=share_btn_tw
[9] https://www.theguardian.com/politics/2020/may/30/dominic-cummings-has-broken-covid-19-policy-trust-say-top-scientists
[8] https://www.efl.com/news/2020/may/efl-statement-covid-19-test-results3/
[8] https://www.theguardian.com/world/2020/may/30/england-risks-covid-19-surge-without-test-and-trace-safety-net-sage-boris-johnson?CMP=Share_iOSApp_Other

Top URLs in Tweet in G3:
[6] https://www.theguardian.com/world/2020/may/30/england-risks-covid-19-surge-without-test-and-trace-safety-net-sage-boris-johnson?CMP=Share_iOSApp_Other
[4] https://www.bmj.com/content/369/bmj.m2084
[3] https://www.theguardian.com/politics/2020/may/30/dominic-cummings-has-broken-covid-19-policy-trust-say-top-scientists
[3] https://www.theguardian.com/world/2020/may/30/england-risks-covid-19-surge-without-test-and-trace-safety-net-sage-boris-johnson?CMP=share_btn_tw
[2] https://www.telegraph.co.uk/news/2020/05/30/revealed-test-trace-abandoned-system-could-cope-five-coronavirus/
[2] https://www.theguardian.com/world/2020/may/30/england-risks-covid-19-surge-without-test-and-trace-safety-net-sage-boris-johnson
[2] https://guce.huffingtonpost.co.uk/consent?brandType=EU&lang=en-gb&done=https%3A%2F%2Fwww%2Ehuffingtonpost%2Eco%2Euk%2Fentry%2Fuk%2Dstatistics%2Dauthority%2Dhancock%2Dcovid%2Dtests%2Dnew%2Dletter%5Fuk%5F5ed127adc5b6ee7abbf9a1c9&gcrumb=pviDORs=
[1] https://www.theguardian.com/politics/2020/may/30/dominic-cummings-has-broken-covid-19-policy-trust-say-top-scientists?CMP=share_btn_tw
[1] https://www.theguardian.com/politics/2020/may/30/dominic-cummings-has-broken-covid-19-policy-trust-say-top-scientists?CMP=Share_iOSApp_Other
[1] https://www.babylonhealth.com/coronavirus/covid-19-antibody-test

Top URLs in Tweet in G5:
[9] https://twitter.com/jpm25/status/1266830912999710725
[6] http://albd.org/articles/news/33190/Covid-19:-Bangladesh-Situation-Report
[4] http://www.nhs.uk/coronavirus
[4] https://www.nhs.uk/conditions/coronavirus-covid-19/testing-for-coronavirus/ask-for-a-test-to-check-if-you-have-coronavirus/
[4] https://www.nhs.uk/conditions/coronavirus-covid-19/testing-for-coronavirus/
[3] https://www.dailymail.co.uk/news/article-8373149/Britain-abandoned-Covid-test-track-officials-handle-FIVE-cases-week.html
[3] https://citinewsroom.com/2020/05/35-ghanaian-deportees-from-kuwait-test-positive-for-covid-19/
[3] https://bit.ly/2M7XeY0?utm_source=Twitter&utm_medium=social&utm_campaign=SocialSignIn
[3] https://naijatell.com/buzz/ghana-buzz/covid-9-35-of-kuwait-deportees-test-positive/
[2] https://twitter.com/syrusmarcusware/status/1266812524810457088

Top URLs in Tweet in G6:
[1] https://apnews.com/1e76c11205a2c551394627667147d208?utm_campaign=SocialFlow&utm_source=Twitter&utm_medium=AP
[1] https://www.tmz.com/2020/05/31/rick-ross-alleged-baby-mama-covid-19-test-child-visitation/

Top URLs in Tweet in G7:
[6] https://www.wionews.com/world/greece-will-test-visitors-from-high-risk-eu-airports-for-covid-19-302102
[2] https://nenow.in/north-east-news/assam/covid-19-assam-update-56-more-test-positive-cases-rise-to-1272.html
[1] https://nenow.in/north-east-news/manipur/four-more-test-positive-for-covid-19-in-manipur-cases-mount-to-66.html
[1] https://nenow.in/north-east-news/tripura/11-more-test-positive-for-covid-19-in-tripura.html

Top URLs in Tweet in G8:
[3] https://www.financialexpress.com/lifestyle/health/icmr-proposes-antibody-test-again-to-test-the-extent-of-covid-19-outbreak-in-india/1976560/
[2] https://www.hindustantimes.com/india-news/air-india-makes-it-mandatory-for-crew-to-check-pre-flight-covid-19-test-results-are-negative/story-P7JCfpoJJ4O2Elp2YhcePI.html
[2] https://twitter.com/DCPNEastDelhi/status/1266351058663735296
[2] https://ujyaaloonline.com/story/37997/2020/5/30/anothet-189-test-covid-19-positive
[1] https://www.hindustantimes.com/india-news/relatives-violate-covid-19-funeral-protocol-in-ulhasnagar-18-test-positive/story-LHk4jGX6QAlnC5woyZr1gM.html
[1] https://www.hindustantimes.com/world-news/massive-protests-raise-fears-of-new-virus-outbreaks/story-g1D0vn4BtsSXBr8u1IAUxH.html
[1] https://hindi.news24online.com/health/covid-19-test-kit-israel-researchers-coronavirus-kit-will-give-result-in-a-minute/16021
[1] https://aajtak.intoday.in/story/up-cm-yogi-coronavirus-lockdown-covid-19-test-health-corona-update-1-1196177.html
[1] https://covid-gyan.in/article/testing-covid-19-here%E2%80%99s-what-you-need-know
[1] https://www.indiatoday.in/diu/story/india-s-high-covid-19-test-numbers-hide-state-wise-discrepancies-1683796-2020-05-30

Top URLs in Tweet in G9:
[7] https://covid19.lacounty.gov/testing/
[1] https://twitter.com/ap/status/1266988052230045696
[1] https://twitter.com/pasteldotz/status/1266746197232009223

Top URLs in Tweet in G10:
[2] http://www.nhs.uk/coronavirus
[2] https://www.theguardian.com/world/2020/mar/28/uk-can-keep-covid-19-deaths-below-20000-says-medical-director
[1] https://www.soundhealthandlastingwealth.com/covid-19/nhs-test-and-trace-tsar-dido-harding-is-on-board-of-cheltenham-festival/
[1] https://www.somersetlive.co.uk/news/somerset-news/weston-general-closed-somerset-hospital-4165778
[1] https://www.itv.com/news/2020-05-28/coronavirus-test-and-trace-scheme-launch-government-covid-19/
[1] https://www.statisticsauthority.gov.uk/correspondence/sir-david-norgrove-letter-to-matt-hancock-regarding-covid-19-testing/

Top Domains
Top Domains in Tweet in Entire Graph:
[88] twitter.com
[73] citinewsroom.com
[71] co.uk
[70] theguardian.com
[32] nhs.uk
[22] timesofisrael.com
[14] tmz.com
[13] indianexpress.com
[13] co.za
[13] youtube.com

Top Domains in Tweet in G3:
[18] theguardian.com
[13] co.uk
[4] bmj.com
[1] babylonhealth.com
[1] nhs.uk
[1] twitter.com
[1] soundhealthandlastingwealth.com

Top Domains in Tweet in G5:
[31] twitter.com
[18] co.uk
[16] theguardian.com
[15] nhs.uk
[7] instagram.com
[6] albd.org
[5] watsupafrica.com
[4] youtube.com
[4] indiatimes.com
[3] facebook.com

Top Domains in Tweet in G6:
[1] apnews.com
[1] tmz.com

Top Domains in Tweet in G7:
[6] wionews.com
[4] nenow.in

Top Domains in Tweet in G8:
[6] twitter.com
[5] financialexpress.com
[4] hindustantimes.com
[3] ujyaaloonline.com
[2] thehindubusinessline.com
[1] news24online.com
[1] intoday.in
[1] covid-gyan.in
[1] indiatoday.in
[1] aljazeera.com

Top Domains in Tweet in G9:
[7] lacounty.gov
[2] twitter.com

Top Domains in Tweet in G10:
[2] nhs.uk
[2] theguardian.com
[1] soundhealthandlastingwealth.com
[1] co.uk
[1] itv.com
[1] gov.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[98] covid19
[83] coronavirus
[71] citinewsroom
[50] covid
[49] intercedeghana
[41] covid_19
[28] covid__19
[25] youfailedbankers
[24] uttarpradesh
[19] test



Top Hashtags in Tweet in G3:
[3] coronavirus
[2] testandtrace
[1] stayathomesavelives
[1] covid_19
[1] barnardcastleeyetest
[1] marr
[1] schoolsreopening
[1] covid
[1] sage
[1] notmovingontildomisgone

Top Hashtags in Tweet in G5:
[23] covid19
[19] coronavirus
[14] covid
[14] covid_19
[7] covid__19
[7] coronavirusupdates
[7] stayathome
[6] coronavirusupdatebangladesh
[6] bangladesh
[6] covid19update

Top Hashtags in Tweet in G7:
[3] covid19india
[2] covid19pandemic
[2] tripuracovid19count
[2] tripura
[2] tripuracares4all
[2] tripurawearsmask
[1] manipur
[1] covid_19india
[1] tripuracares
[1] assamcovidcount

Top Hashtags in Tweet in G8:
[25] youfailedbankers
[24] uttarpradesh
[20] covid19
[13] coronavirus
[9] coronatestkit
[9] coronatest
[6] शैलीबंसल_को_न्याय_दो
[4] rapidantibodytest
[3] icmr
[3] covid

Top Hashtags in Tweet in G10:
[6] avct
[1] dailybriefings
[1] coronavirus
[1] trustworthiness
[1] noconfidenceinthegovernment
[1] notmygovernment

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[7796] protesting
[7796] please
[7796] test
[7796] covid
[7796] health
[7796] matters

Top Words in Tweet in G2:
[8118] anyone
[8118] charge
[8118] need
[4290] covid
[4290] test
[4059] 19
[4059] hasn
[4059] gone
[4059] away
[4059] downtown

Top Words in Tweet in G3:
[1177] test
[1139] trace
[1107] health
[1107] public
[758] 10
[712] cases
[711] warning
[709] risk
[707] deaths
[705] cummings

Top Words in Tweet in G4:
[789] test
[788] covid
[787] protesting
[784] mayor
[784] need
[783] atlanta
[783] last
[783] night
[783] probably
[783] go

Top Words in Tweet in G5:
[427] test
[353] covid
[254] 19
[100] positive
[45] people
[31] cases
[30] trace
[28] results
[28] coronavirus
[27] tested

Top Words in Tweet in G6:
[340] covid
[340] test
[339] protesting
[337] mayor
[337] atlanta
[337] one
[337] dozens
[337] cities
[337] hit
[337] massive

Top Words in Tweet in G7:
[322] test
[322] covid
[319] 19
[250] over
[250] health
[250] workers
[249] hospital
[248] maharashtra
[248] pune
[248] medical

Top Words in Tweet in G8:
[219] covid
[209] test
[103] न
[98] 19
[98] क
[81] स
[81] ल
[78] ट
[73] day
[63] tested

Top Words in Tweet in G9:
[231] covid
[231] test
[222] protesting
[211] use
[207] weren
[207] ability
[207] tests
[207] track
[207] protesters
[10] please

Top Words in Tweet in G10:
[116] testing
[106] book
[97] test
[56] symptoms
[54] home
[53] released
[52] thousands
[52] bookings
[52] kits
[52] availability

Top Word Pairs
Top Word Pairs in Tweet in G2:
[7796] covid,19
[7796] 19,hasn
[7796] hasn,gone
[7796] gone,away
[7796] away,anyone
[] anyone,downtown
[] downtown,protested
[Top Replied-To in Entire Graph] protested,tested
[] tested,mom
[] mom,charge

Top Word Pairs in Tweet in G3:
[4059] test,trace
[4059] 26,health
[4059] health,scientist
[4059] scientist,bigwigs
[4059] bigwigs,sent
[4059] sent,bombshell
[4059] bombshell,letter
[4059] letter,10
[4059] 10,warning
[4059] warning,public

Top Word Pairs in Tweet in G4:
[1134] protesting,last
[701] last,night
[701] night,probably
[701] probably,need
[701] need,go
[701] go,covid
[701] covid,test
[701] test,week
[701] killing,black
[701] atlanta,mayor

Top Word Pairs in Tweet in G5:
[783] covid,19
[783] test,positive
[783] positive,covid
[783] 19,test
[783] covid,test
[783] test,covid
[783] test,trace
[783] rapid,test
[783] test,results
[771] ssg,commandos

Top Word Pairs in Tweet in G6:
[243] mayor,atlanta
[75] atlanta,one
[50] one,dozens
[50] dozens,cities
[43] cities,hit
[34] hit,massive
[25] massive,protests
[20] protests,police
[18] police,killing
[17] killing,black

Top Word Pairs in Tweet in G7:
[337] covid,19
[337] health,workers
[337] maharashtra,pune
[337] pune,medical
[337] medical,staff
[337] staff,protested
[337] protested,over
[337] over,non
[337] non,payment
[337] payment,salaries

Top Word Pairs in Tweet in G8:
[319] covid,19
[250] covid,test
[248] gas,victims
[248] ट,स
[248] स,ट
[248] ल,ब
[248] 19,test
[248] ज,च
[248] च,म
[248] म,त

Top Word Pairs in Tweet in G9:
[98] covid,test
[93] weren,protesting
[57] protesting,covid
[33] test,ability
[33] ability,use
[31] use,tests
[24] tests,track
[24] track,protesters
[24] county,folks
[24] folks,know

Top Word Pairs in Tweet in G10:
[211] released,thousands
[207] thousands,bookings
[207] bookings,home
[207] home,testing
[207] testing,kits
[207] kits,availability
[207] availability,book
[207] book,test
[7] network,regional
[7] regional,testing

Top Replied-To
Top Replied-To in G1:

Top Replied-To in G3:
@krishgm
@keir_starmer
@piersmorgan
@independentsage
@rosieduffield1
@strawberrykay
@mandoline_blue
@uklabour
@peterr2808
@newstasis2371

Top Replied-To in G4:
@jaketapper

Top Replied-To in G7:
@himantabiswa

Top Replied-To in G8:
@arvindkejriwal
@mantralayaroom
@narendramodi
@aajtak
@icmrdelhi
@pmoindia
@authackeray
@cpmumbaipolice
@cmomaharashtra
@dipr_covid19

Top Replied-To in G9:
@wendycarrillo
@frankieg_baby

Top Replied-To in G10:
@dhscgovuk
@doctor_oxford
@matthancock
@herebeproof
@birgitc
@johnpenrosenews
@socialist_doggy
@expressionessd1

Top Mentioned
Top Mentioned in Entire Graph:
@keishabottoms
@icmrdelhi
@drhvoffice
@incindia
@vox_congreso
@salvadorilla
@sanidadgob
@neelanshu512
@piersmorgan
@authackeray

Top Mentioned in G3:
@piersmorgan
@keir_starmer
@borisjohnson
@bmj_latest
@babylonhealth
@keithbunting007
@sir_david_king
@uklabour
@rlong_bailey
@richardburgon

Top Mentioned in G4:
@keishabottoms
@chuckrossdc

Top Mentioned in G5:
@tameelirshadage
@dynamitenews_

Top Mentioned in G7:
@sarbanandsonwal
@himantabiswa
@akankshaswarups
@bjpbiplab
@bjp4tripura
@mygovassam
@bjp4manipur
@manipurmygov
@nbirensingh
@cmofficeassam

Top Mentioned in G8:
@icmrdelhi
@neelanshu512
@authackeray
@mumbaipolice
@dfs_india
@pmoindia
@mohfw_india
@ufbuindia
@indiatoday
@aibea_india

Top Mentioned in G9:
@mayorofla
@keishabottoms
@gavinnewsom
@lapdhq
@an_aandy
@ap

Top Mentioned in G10:
@matthancock
@avacta
@cocoonedpenguin
@kimsj
@51tjk
@tfoale
@sillyshib
@abcpoppins
@jneill
@susanchubb1

Top Tweeters
Top Tweeters in G2:
@ingirksnob
@jmnsdaechwita
@chuxkong
@yoongiyonce
@tastynomnoms
@slayingspuffy
@missfara
@monotan7
@jiminjammin
@nan_tofu

Top Tweeters in G3:
@s9tmt
@lewisno1fan
@mckinlay_liz
@suegray834
@staircase2
@tallyannae
@spanishdan1
@j_sutherland2
@mstkindeed
@fiona_fionnagal

Top Tweeters in G4:
@pollsstar
@politicalbee
@kstreet111
@bmangh
@cblazblaz
@tyberzannxxxx
@kellyrek
@bulldoghill
@joanpennnative
@honnenogod

Top Tweeters in G5:
@pulpnews
@kompascom
@current_knewz
@watsupafrica
@my_amigouk
@manilabulletin
@thedextazlab
@ownistyash
@modifidbhaaarat
@jawapos

Top Tweeters in G6:
@the_news_diva
@morgandavii
@lizditz
@morgfair
@hugofeijo
@indignindigente
@lorisums
@santigurtubay
@tanyag248
@gonzalobarria

Top Tweeters in G7:
@56perumal
@0807ankit
@annaramd
@sachindixit2002
@pawanto36723905
@mayank1999s
@shivaroop26
@ajayprakashojh1
@sudhirzee1
@chinmayadasa

Top Tweeters in G8:
@rajkshroff
@indiatoday
@httweets
@manchuriandevil
@sootradhar
@happanarinder
@news24tvchannel
@aajtak
@financialxpress
@parwez1

Top Tweeters in G9:
@cwharlow
@estarianne
@radseed
@tchotchkele
@dy_lejoi
@_ardeej
@sds_sunlight
@squizzradical
@glamazon1026
@batsdingerbonds

Top Tweeters in G10:
@kean1s
@lunaperla
@bertoltbrechts
@sillyshib
@libbiedog
@cocoonedpenguin
@susanchubb1
@bilbocroft
@phil_jones01
@abcpoppins


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